cast-research

cast-research is a skill for Claude Code from codecast-sh/codecast. It costs 73 tokens per session (532 once invoked), scanned A, original, MIT.

A code-research workflow that records how a project works before anyone chooses a change. It separates the questions about the goal from the investigation of the existing code.

In plain words
What is it for?
Use it to trace current behavior, data flow, calls, rules, guards, and existing tests with file and line references.
Why use it?
It reduces the risk of designing from assumptions or selectively reading code to support a preferred solution.

Skill for Claude Code

Written for Claude Code: argument-hint in frontmatter. Also seen: mentions subagents.

Good fit Use it to trace current behavior, data flow, calls, rules, guards, and existing tests with file and line references.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/codecast-sh/codecast/cast-research
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add codecast-sh/codecast --skill cast-research
Clone the repo
git clone --depth 1 https://github.com/codecast-sh/codecast

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for cast-research

README.md
[![agentmods](https://agentmods.dev/badge/skills/codecast-sh/codecast/cast-research/github.svg)](https://agentmods.dev/skills/codecast-sh/codecast/cast-research)
Your own site
<a href="https://agentmods.dev/skills/codecast-sh/codecast/cast-research"><img src="https://agentmods.dev/badge/skills/codecast-sh/codecast/cast-research/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for cast-research

Your own site · 80×15
<a href="https://agentmods.dev/skills/codecast-sh/codecast/cast-research"><img src="https://agentmods.dev/badge/skills/codecast-sh/codecast/cast-research.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 73 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 532 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00073 $0.00532
Opus 5.5 $0.00029 $0.00213
Sonnet 5.5 $0.00015 $0.00106
Haiku 4.5 $0.00007 $0.00053

Measured 16d ago against content hash d2e0b79a7994, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

cast-research scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 16d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

packages/cli/skills/cast-research/SKILL.md · 54 lines

What it actually says

An agent that knows what it wants to build reads code selectively and reports what supports its plan. This skill separates the two: one step knows the goal and only asks questions; another answers them without knowing the goal, so the answers describe the code as it is.

Write the questions

From the goal (and the bound task or plan, if any), write the questions a planner would need answered about the existing code: where a behavior lives, how data flows through it, what calls what, which rules and guards apply, how the area is tested today. Each question is about what exists, phrased so it does not reveal what will be built or favor an approach. Leave out the goal itself, the proposed design and any wording that hints at either.

cast doc create "Research questions: <area>" -c - <<'EOF'
<the questions, grouped by area>
EOF

Answer them in a fresh session

Spawn a worker that receives only the questions doc id, nothing about the goal:

cast spawn --subagent -- - <<'EOF'
Answer the questions in doc <doc_id> (cast doc show <doc_id>) by reading
the code in this repository. Write the answers as a new doc with
`cast doc create "Research: <area>" -c -`, then reply with its id.

Describe what exists and how it works. Each section heading states the
finding itself, so a reader skimming headings learns the answer. Back every
claim with file:line references. For each area, include how it is tested
today. Do not recommend changes, judge the design or speculate about what
should be built; where the code cannot answer a question, say so.
EOF

Watch it with cast sessions <id> -w --json and read its reply with cast read <id>.

Hand it on

Reply with the research doc id. Whoever plans next (/cast-plan) reads the research doc and the code it points to, never the questions doc. Do not write a plan or a design in this skill.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 16d ago First seen · 54 lines · 73 tokens per session scan A d2e0b79a7994

Subscribe to this mod's changes

cast-research is a skill published in the GitHub repository codecast-sh/codecast (45 stars, last pushed today), licensed MIT. It adds 73 tokens to every session and 532 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-10-25.

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